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    <title>大模型主要研究领域</title>
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<body>
    <div class='container'>
        <header>
            <h1>🤖 大模型主要研究领域</h1>
            <p class='subtitle'>探索人工智能前沿，引领技术革新浪潮</p>
        </header>
        
        <main class='research-grid'>
            <div class='research-card'>
                <div class='card-icon'>🏗️</div>
                <h2 class='card-title'>模型架构与规模</h2>
                <p class='card-desc'>Transformer架构优化、注意力机制改进、参数规模扩展、模型深度与宽度平衡设计</p>
            </div>
            
            <div class='research-card'>
                <div class='card-icon'>📚</div>
                <h2 class='card-title'>预训练技术</h2>
                <p class='card-desc'>大规模语料处理、自监督学习、多语言预训练、领域知识嵌入、训练效率优化</p>
            </div>
            
            <div class='research-card'>
                <div class='card-icon'>🎯</div>
                <h2 class='card-title'>微调与适应</h2>
                <p class='card-desc'>参数高效微调、少样本学习、提示工程、指令微调、持续学习方法</p>
            </div>
            
            <div class='research-card'>
                <div class='card-icon'>🎨</div>
                <h2 class='card-title'>多模态融合</h2>
                <p class='card-desc'>视觉-语言理解、图文生成、跨模态检索、多模态推理、统一表示学习</p>
            </div>
            
            <div class='research-card'>
                <div class='card-icon'>⚡</div>
                <h2 class='card-title'>推理优化</h2>
                <p class='card-desc'>量化压缩、知识蒸馏、模型剪枝、推理加速、边缘部署优化</p>
            </div>
            
            <div class='research-card'>
                <div class='card-icon'>🛡️</div>
                <h2 class='card-title'>安全与对齐</h2>
                <p class='card-desc'>价值观对齐、偏见消除、安全防护、可解释性、鲁棒性增强</p>
            </div>
            
            <div class='research-card'>
                <div class='card-icon'>💡</div>
                <h2 class='card-title'>应用开发</h2>
                <p class='card-desc'>智能助手、内容创作、代码生成、教育应用、医疗诊断、金融分析</p>
            </div>
            
            <div class='research-card'>
                <div class='card-icon'>📊</div>
                <h2 class='card-title'>评估方法</h2>
                <p class='card-desc'>基准测试构建、能力评估框架、安全性评估、效率指标、用户体验评价</p>
            </div>
        </main>
        
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            <p>© 2024 大模型研究领域概览 | 推动AI技术进步，赋能人类未来</p>
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